The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) artwork

Snorkel: A System for Fast Training Data Creation with Alex Ratner - TWiML Talk #270

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

English - May 30, 2019 18:35 - 43 minutes - ★★★★★ - 323 ratings
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Previous Episode: Advancing Autonomous Vehicle Development Using Distributed Deep Learning with Adrien Gaidon - TWiML Talk #269
Next Episode: Productizing ML at Scale at Twitter with Yi Zhuang - TWIML Talk #271

Today we’re joined by Alex Ratner, Ph.D. student at Stanford, to discuss:

• Snorkel, the open source framework that is the successor to Stanford's Deep Dive project.

• How Snorkel is used as a framework for creating training data with weak supervised learning techniques.

• Multiple use cases for Snorkel, including how it is used by companies like Google. 

The complete show notes can be found at twimlai.com/talk/270.

Follow along with AI Platforms Vol. 2 at twimlai.com/aiplatforms2.